578 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Université de StrasbourgFR36 papers
- Centre National de la Recherche ScientifiqueFR34 papers
- Agostino Gemelli University PolyclinicIT14 papers
- Institut de Recherche contre les Cancers de l’Appareil DigestifFR14 papers
- Hôpitaux Universitaires de StrasbourgFR12 papers
- InsermFR10 papers
- Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'ImagerieFR8 papers
- German Cancer Research CenterDE6 papers
- Heidelberg UniversityDE6 papers
- National Center for Tumor DiseasesDE6 papers
- University College LondonGB6 papers
- Istituti di Ricovero e Cura a Carattere ScientificoIT5 papers
3 papers · 2 filters
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning
Aditya Murali, Deepak Alapatt, Pietro Mascagni +5
Recently, spatiotemporal graphs have emerged as a concise and elegant manner of representing video clips in an object-centric fashion, and have shown to be useful for downstream ta…
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark
Aditya Murali, Deepak Alapatt, Pietro Mascagni +8
This technical report provides a detailed overview of Endoscapes, a dataset of laparoscopic cholecystectomy (LC) videos with highly intricate annotations targeted at automated asse…
Understanding metric-related pitfalls in image analysis validation
Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75
Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation int…